{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "7f4a0bfc-83e2-4b76-a7a1-fdfbb6fb51f0",
   "metadata": {},
   "source": [
    "# Objectron JaxNeRF Tutorial"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "6a2bb4bf-edac-41f1-9891-bc80cf464677",
   "metadata": {},
   "source": [
    "This notebook shows how to train a NeRF ([NeRF: Representing Scenes as Neural Radiance Fields for View Synthesis](https://www.matthewtancik.com/nerf)) model using the Objectron dataset and [JaxNeRF](https://github.com/google-research/google-research/tree/master/jaxnerf)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "a33dab88-6b13-40b9-a46e-566c3268de7a",
   "metadata": {},
   "outputs": [],
   "source": [
    "import glob\n",
    "import os\n",
    "import struct\n",
    "import sys\n",
    "\n",
    "import cv2\n",
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "import requests\n",
    "from matplotlib import image\n",
    "from mpl_toolkits.mplot3d import art3d\n",
    "from os import path\n",
    "\n",
    "module_path = os.path.abspath(os.path.join('..'))\n",
    "if module_path not in sys.path:\n",
    "    sys.path.append(module_path)\n",
    "    \n",
    "# The AR Metadata captured with each frame in the video\n",
    "from objectron.schema import a_r_capture_metadata_pb2 as ar_metadata_protocol"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4866be5b-1de2-41d4-bde8-63aceb27664d",
   "metadata": {},
   "source": [
    "## Downloading a video sequence"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b159b116-3ea9-4e9c-9c76-fe02ce72ce29",
   "metadata": {},
   "source": [
    "To get started, follow the [Download Objectron Data](https://github.com/google-research-datasets/Objectron/blob/master/notebooks/Download%20Data.ipynb) tutorial\n",
    "and download a video and AR metadata file (geometry.pbdata) as shown below.\n",
    "We use the `chair/batch-24/33` sequence in this tutorial."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "d5547557-24fe-4f44-b8df-c195dbdd9237",
   "metadata": {},
   "outputs": [],
   "source": [
    "video_id = 'chair/batch-24/33'\n",
    "download_dir = './nerf_data'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "a545e12c-1fc1-471e-8e76-4b7035eed323",
   "metadata": {},
   "outputs": [],
   "source": [
    "os.makedirs(download_dir, exist_ok=True)\n",
    "public_url = \"https://storage.googleapis.com/objectron\"\n",
    "urls = [f'{public_url}/videos/{video_id}/video.MOV',\n",
    "        f'{public_url}/videos/{video_id}/geometry.pbdata']\n",
    "for url in urls:\n",
    "    with open(path.join(download_dir, path.basename(url)), \"wb\") as f:\n",
    "        f.write(requests.get(url).content)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "acc6c4c7-f09b-4fbe-8ab8-62a11f9aeb90",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "total 23M\n",
      "3.3M geometry.pbdata\n",
      " 12K \u001b[0m\u001b[01;34mimages_8\u001b[0m/\n",
      " 40K poses_bounds.npy\n",
      " 20M video.MOV\n"
     ]
    }
   ],
   "source": [
    "ls -sh1 ./nerf_data"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f04830f3-c60d-41b1-a36f-cbb3ef5b94f6",
   "metadata": {},
   "source": [
    "## Preparing video frames"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "77d6b94a-ca85-4c62-8221-d7d6d8872368",
   "metadata": {},
   "source": [
    "Run the following commands to extract RGB frames from the video (FFmpeg required). We downsample the images by a factor of 8 for faster training."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "ccd7964e-0787-4c83-902d-dfec92a8b49d",
   "metadata": {},
   "outputs": [],
   "source": [
    "%%bash\n",
    "cd nerf_data/\n",
    "mkdir -p \"images_8\"\n",
    "ffmpeg -i video.MOV -vsync vfr -vf \"scale=iw/8:ih/8\" -start_number 0 \"images_8/%05d.png\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "a5726ac1-ca36-4d9d-834f-6c68722e947a",
   "metadata": {},
   "outputs": [],
   "source": [
    "sequence_filenames = sorted(glob.glob('nerf_data/images_8/*.png'))\n",
    "geometry_filename = 'nerf_data/geometry.pbdata'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "3e14c0f3-f9de-4da1-a0e0-6f02d0595651",
   "metadata": {},
   "outputs": [],
   "source": [
    "def load_frame_data(geometry_filename):\n",
    "    # See get_geometry_data in objectron-geometry-tutorial.ipynb\n",
    "    frame_data = []\n",
    "    with open(geometry_filename, 'rb') as pb:\n",
    "        proto_buf = pb.read()\n",
    "\n",
    "        i = 0\n",
    "        while i < len(proto_buf):\n",
    "            msg_len = struct.unpack('<I', proto_buf[i:i + 4])[0]\n",
    "            i += 4\n",
    "            message_buf = proto_buf[i:i + msg_len]\n",
    "            i += msg_len\n",
    "            frame = ar_metadata_protocol.ARFrame()\n",
    "            frame.ParseFromString(message_buf)\n",
    "            frame_data.append(frame)\n",
    "    return frame_data\n",
    "\n",
    "frame_data = load_frame_data(geometry_filename)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e55fe10a-2d00-4b92-9a99-b20270cdf858",
   "metadata": {},
   "source": [
    "Visualize the extracted images:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "55e7c7de-e36c-4720-ac8e-575bb2dc4427",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x216 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "274 PNG files found\n"
     ]
    }
   ],
   "source": [
    "step = 50\n",
    "\n",
    "plt.figure(figsize=(10,3))\n",
    "plt.imshow(np.concatenate([image.imread(filename) for filename in sequence_filenames[::step]], axis=1))\n",
    "plt.axis('off')\n",
    "plt.show()\n",
    "print(f'{len(sequence_filenames)} PNG files found')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "89e7941d-df0f-4774-9aa3-531c1a5121fa",
   "metadata": {},
   "source": [
    "## Preparing camera poses"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "edd22703-631d-4cba-a50d-7fd71698bd2d",
   "metadata": {},
   "source": [
    "Next, process Objectron's camera poses (captured through an AR session; see [ARKit](https://developer.apple.com/documentation/arkit/arcamera/2866108-transform) documentation)\n",
    "and convert to the [LLFF](https://github.com/Fyusion/LLFF#using-your-own-poses-without-running-colmap) format accepted by JaxNeRF."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "b599441c-6c34-4073-9ad4-75b2979a2308",
   "metadata": {},
   "outputs": [],
   "source": [
    "def make_poses_bounds_array(frame_data, near=0.2, far=10):\n",
    "    # See https://github.com/Fyusion/LLFF#using-your-own-poses-without-running-colmap\n",
    "    # Returns an array of shape (N, 17).\n",
    "    rows = []\n",
    "    for frame in frame_data:\n",
    "        camera = frame.camera\n",
    "        cam_to_world = np.array(camera.transform).reshape(4,4)[:3]\n",
    "        w = camera.image_resolution_width\n",
    "        h = camera.image_resolution_height\n",
    "        assert w>=h, (w, h)  # assume landscape\n",
    "        # JaxNeRF assumes x,y focal lengths are equal.\n",
    "        row = llff_pose(cam_to_world, image_hw=[w, h],\n",
    "                        focal=camera.intrinsics[0], near=near, far=far)\n",
    "        rows.append(row)\n",
    "    return np.vstack(rows)\n",
    "\n",
    "def llff_pose(cam_to_world_mat34, image_hw, focal, near, far):\n",
    "    # Returns an array of shape (17,).\n",
    "    col = np.concatenate([image_hw, [focal]]).reshape(-1, 1)\n",
    "    mat35 = np.hstack([cam_to_world_mat34, col])\n",
    "    return np.concatenate([mat35.ravel(), [near, far]])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "9d3873be-67fe-4c36-8212-ae2b35897dd4",
   "metadata": {},
   "outputs": [],
   "source": [
    "frame_data = load_frame_data(geometry_filename)\n",
    "poses = make_poses_bounds_array(frame_data, near=0.2, far=10)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "e74a5043-0779-4f54-a7b1-c9cd4ce5dded",
   "metadata": {},
   "outputs": [],
   "source": [
    "np.save('nerf_data/poses_bounds.npy', poses)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "5334b6e5-bbe8-4fe6-90ba-33cf8f03bee7",
   "metadata": {},
   "source": [
    "The data directory should now look like this:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "a2b7ffbc-3947-462a-b35b-d0a04f08a87e",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "total 23M\n",
      "3.3M geometry.pbdata\n",
      " 12K \u001b[0m\u001b[01;34mimages_8\u001b[0m/\n",
      " 40K poses_bounds.npy\n",
      " 20M video.MOV\n"
     ]
    }
   ],
   "source": [
    "ls -sh1 nerf_data/"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "7a257125-ba14-499b-91fb-ea0feb56130e",
   "metadata": {},
   "outputs": [],
   "source": [
    "def feature_points_from_frame_data(frames):\n",
    "    # Returns an array of shape (N, 3).\n",
    "    points = []\n",
    "    for frame in frames:\n",
    "        for v in frame.raw_feature_points.point:\n",
    "            points.append([v.x, v.y, v.z])\n",
    "    return np.array(points)\n",
    "\n",
    "def draw_points(points):\n",
    "    ax.scatter(points[:,0], points[:,1], points[:,2],\n",
    "               marker='.', s=0.4)\n",
    "    ax.set_box_aspect(np.ptp(points, axis=0))\n",
    "\n",
    "def draw_camera(Rt, ax, scale):\n",
    "    # Rt: 3x4 cam-to-world matrix\n",
    "    R, t = Rt[:, :3].T, Rt[:,3]\n",
    "    start_pts = np.tile(t, [3, 1])\n",
    "    end_pts = scale * R + t\n",
    "    lines = np.array([start_pts, end_pts]).transpose(1,0,2)\n",
    "    colors=['red', 'blue', 'green']\n",
    "    texts=['-y', 'x', 'z']\n",
    "    ax.add_collection3d(\n",
    "        art3d.Line3DCollection(lines, linewidths=1, colors=colors))\n",
    "    for i, text in enumerate(texts):\n",
    "        ax.text(lines[i,1,0], lines[i,1,1], lines[i,1,2],\n",
    "                text, color='black')\n",
    "    return ax\n",
    "\n",
    "def draw_scene(ax, points, poses):\n",
    "    dists = np.linalg.norm(points-points.mean(0), axis=1)\n",
    "    # Get rid of outliers for visualization.\n",
    "    points = points[dists<np.percentile(dists, 92)]\n",
    "    draw_points(points)\n",
    "    ax.set_xlabel('X')\n",
    "    ax.set_ylabel('Y')\n",
    "    ax.set_zlabel('Z')\n",
    "    for i in range(0, len(poses)):\n",
    "        # See llff_pose()\n",
    "        Rt = poses[i, :-2].reshape([3, 5])[:,:4]\n",
    "        draw_camera(Rt, ax=ax, scale=0.15)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "256335d2-f588-4c42-bcae-9b76387656cd",
   "metadata": {},
   "source": [
    "We can visualize the camera axes. The LLFF format requires that the columns of the camera-to-world matrix correspond to [down, right, backwards, camera position] in world coordinates."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "999d6d55-9925-4f4a-8ecd-40be87266a3d",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x360 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# There should be 274 image-camera pairs. Plot every 40th camera.\n",
    "step = 40\n",
    "# To make sure the cameras are oriented correctly, we also plot a point cloud of the object.\n",
    "points = feature_points_from_frame_data(frame_data)\n",
    "\n",
    "fig = plt.figure(figsize=(10,5))\n",
    "\n",
    "ax = fig.add_subplot(1, 2, 1, projection='3d')\n",
    "draw_scene(ax, points[::step], poses[::step])\n",
    "ax.view_init(107, -90)\n",
    "\n",
    "ax = fig.add_subplot(1, 2, 2, projection='3d')\n",
    "draw_scene(ax, points[::step], poses[::step])\n",
    "ax.view_init(180, -90)\n",
    "\n",
    "fig.suptitle('LLFF Camera Coordinates')\n",
    "plt.tight_layout()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4476504a-f36c-44ae-86d3-4348d5eccfa6",
   "metadata": {},
   "source": [
    "## Training a NeRF model"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "06b9cbfa-7fd6-4141-b7e1-e3a2fadd89a2",
   "metadata": {},
   "source": [
    "Clone the JaxNeRF repo and follow the installation instructions: https://github.com/google-research/google-research/tree/master/jaxnerf"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f9cd907c-b4c3-4321-b155-849c7188062b",
   "metadata": {},
   "source": [
    "Save the configuration below as `configs/objectron_small.yaml` in the cloned `jaxnerf/` directory.\n",
    "\n",
    "```yaml\n",
    "dataset: llff\n",
    "batching: all_images\n",
    "num_coarse_samples: 64\n",
    "num_fine_samples: 128\n",
    "use_viewdirs: true\n",
    "white_bkgd: false\n",
    "batch_size: 256\n",
    "randomized: true\n",
    "near: 0.2\n",
    "far: 10\n",
    "factor: 8\n",
    "llffhold: 8\n",
    "noise_std: 1.\n",
    "lr_init: 2.0e-3\n",
    "lr_final: 2.0e-5\n",
    "lr_delay_steps: 2500\n",
    "lr_delay_mult: 0.1\n",
    "max_steps: 250000\n",
    "save_every: 5000\n",
    "render_every: 5000\n",
    "gc_every: 7500\n",
    "spherify: True\n",
    "lindisp: True\n",
    "```"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "eafd3764-90b6-4250-a17a-930d8fc3e021",
   "metadata": {},
   "source": [
    "Then run the following command in a terminal to train NeRF. `--data_dir` corresponds to the `nerf_data` directory containing the RGB frames (in an `images_8` subdirectory) and camera poses (`poses_bounds.npy`)."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "720f4b72-244a-46b6-ad68-340130ffefe9",
   "metadata": {},
   "source": [
    "```\n",
    "python -m jaxnerf.train \\\n",
    "  --data_dir=./nerf_data \\\n",
    "  --train_dir=/PATH/TO/CHECKPOINTS \\\n",
    "  --config=configs/objectron_small\n",
    "```"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "5b159536-3116-4e02-9546-777a0ab9cd8f",
   "metadata": {},
   "source": [
    "After training is finished (250k steps), we can evaluate on novel views. In the config file above, `llffhold: 8` means 1/8 of the images (every 8th) will be held out for testing."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8a69bfe2-63ec-41a9-9982-307ff41f11d3",
   "metadata": {},
   "source": [
    "```\n",
    "python -m jaxnerf.eval \\\n",
    "  --data_dir=./nerf_data \\\n",
    "  --train_dir=/PATH/TO/CHECKPOINTS \\\n",
    "  --config=configs/objectron_small\n",
    "  --chunk=4096\n",
    "```"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "aa6101f3-242b-4ae5-a340-07a8e934aa88",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1008x144 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1008x144 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "PSNR 29.48\n",
      "SSIM 0.89\n"
     ]
    }
   ],
   "source": [
    "step = 3  # Visualize every 3th example.\n",
    "checkpoint_dir = '/PATH/TO/CHECKPOINTS/'\n",
    "\n",
    "output_filenames = sorted(glob.glob(path.join(checkpoint_dir, 'test_preds/*.png')))\n",
    "plt.figure(figsize=(14,2))\n",
    "plt.title('Novel-view RGB Output')\n",
    "plt.imshow(np.concatenate([image.imread(filename) for filename in output_filenames[::step] if '/disp_' not in filename], axis=1))\n",
    "plt.axis('off')\n",
    "\n",
    "plt.figure(figsize=(14,2))\n",
    "plt.title('Disparity Maps')\n",
    "plt.imshow(np.concatenate([image.imread(filename) for filename in output_filenames[::step] if '/disp_' in filename], axis=1), cmap='gray')\n",
    "plt.axis('off')\n",
    "plt.show()\n",
    "\n",
    "with open(path.join(checkpoint_dir, 'test_preds/psnr.txt'), 'r') as f:\n",
    "    print('PSNR {:.2f}'.format(float(f.read())))\n",
    "with open(path.join(checkpoint_dir, 'test_preds/ssim.txt'), 'r') as f:\n",
    "    print('SSIM {:.2f}'.format(float(f.read())))"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python [conda env:fast]",
   "language": "python",
   "name": "conda-env-fast-py"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.8.8"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
